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Shiyu Liu

6 papers hereh-index 5144 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CR1
same name
  • Shiyu Liu — 8 papers, h 5
  • Shiyu Liu — 5 papers, h 17
  • Shiyu Liu — 5 papers, h 3
  • Shiyu Liu — 4 papers, h 7
  • Shiyu Liu — 4 papers, h 2
  • Shiyu Liu — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedUnderstanding Generalization of Federated Learning: the Trade-off between Model Stability and Optimization

2 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing cs.CRShow all

1 paper · 1 filter

cs.CR2022★ 1 cited

Encoded Gradients Aggregation against Gradient Leakage in Federated Learning

Dun Zeng, Shiyu Liu, Siqi Liang +4

Federated learning enables isolated clients to train a shared model collaboratively by aggregating the locally-computed gradient updates. However, privacy information could be leak…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.